6  Intro to dataframes

Learning Objectives

After completing this lab you should be able to

For each of our modules we will have a project-folder with an Rproject, *.qmd-files, and sub-directories for data, scripts, and results as described in our Rproject Tutorial. You should have a directory on your Desktop or Documents folder on your laptop (name it something like bi349) as a home directory for all of our project folders this semester.

If you have not already, go ahead and download the research compendium for this module using this link, make sure the directory is unzipped and move it to your bi328 directory. You can open the Rproj for this module either by double clicking on it which will launch Rstudio or by opening Rstudio and then using File > Open Project or by clicking on the Rproject icon in the top right of your program window and selecting Open Project.

Once you have opened a project you should see the project name in the top right corner1.

  • 1 Pro tip: If you run into issues where a quarto document won’t render or file paths aren’t working (especially if things were working previously) one of your first steps should be to double check that the correct Rproj is loaded.

  • There should be a document names 06_data-frames.qmd in your project directory. Use that file to work through this tutorial - you will hand in your rendered (“knitted”) quarto file as your homework assignment. So, first thing in the YAML header, change the author to your name. You will use this quarto document to record your answers. Remember to use comments to annotate your code; at minimum you should have one comment per code set2 you may of course add as many comments as you need to be able to recall what you did]. Similarly, take notes in the document as we discuss discussion/reflection questions but make sure that you go back and clean them up for “public consumption”.

  • 2 You should do this whether you are adding code yourself or using code from our manual, even if it isn’t commented in the manual… especially when the code is already included for you, add comments to describe how the function works/what it does as we introduce it during the participatory coding session so you can refer back to it.

  • Let’s start by loading the packages we will need for this activity.

    # load libraries
    library(tidyverse)
    library(knitr)

    6.1 Reading data into R

    library(tidyverse) is actually loading a set of packages used for data science that share a common design philosophy, and “grammar”. One of the packages we loaded is called readr which contains functions for reading in and parsing files.

    At the end of Chapter 5 when we were exploring the usefulness of spreadsheets for data entry and management. You would have export the excel file with the catch data as *.csv (comma delimited) and as a tab-delimited text file (*.txt or *.tsv if exporting from google sheets).

    Give it a whirl

    Use ?read_delim to pull up the help page for the function we will using and explore the arguments. How do you think we read in our csv file?

    read_delim has two required arguments, the path (data/longline_catchdata.csv) which tells R where your file is located and the delimiter in this case a comma (,) tells R how columns are separated from each other.

    # read catch data
    catch <- read_delim("data/longline_catchdata.csv", delim = ",")

    As we access data sets that are not as “clean” as the one we have here, you will find that some of the other arguments apart from specifying the delimiter will come in handy - but don’t worry about those for now.

    Execute the code. If you look over in your environment pane you should now see the object catch. This is your dataframe. Click on it, you should see the command View(catch) in your console and a tab catch appear in your top left pane.

    Give it a whirl

    Based on how you read in the csv file how would you read in the tab-delimited version?

    We need to change delimiter to indicate that it is tab-delimited. In this case, we would specify it as \t is “computer” for tab.

    # read catch data
    catch <- read_delim("data/longline_catchdata.txt", delim = "\t")

    Another delimiter you might encounter are white space (" ") but technically it could be anything.

    When you loaded your data set you should have seem an message along the lines of parsed with column specification and information on the number of columns and their data type. What this means is that read_delim() looks through the first 1,000 rows for each column and guesses the data type - usually this works pretty well though occasionally we will have to either specify the data types manually using the col_types argument or convert the data type later on.

    Let’s use class() to figure out what type of object we are dealing with.

    class(catch)
    [1] "spec_tbl_df" "tbl_df"      "tbl"         "data.frame" 

    You can see that this object actually has multiple classes attached to it. The last one in the list is data.frame which is the standard format for (rectangular) tabular data.

    Recall from our tutorial on vectors that each column in a data.frame is an atomic vector, they must all have the same length (hence, “rectangular”) and each must contain the same data type (characters, integers, …).

    The other three have the same basic properties as a data.frame along with some additional features. The tbl (pronounced tibble) was designed to be at the center of the tidyverse which means that when you use readr functions it will automatically be read in as a tibble and data.frame. If you do some exploring and/or troubleshooting on the web you will likely run into tibbles but for our intents of purposes we will use data.frame when talking about data in a rectangual, tabular shape.

    6.2 Inspecting your data.frame

    You have of course already peaked at the data when you opened it in excel to export it in a text-based format. But not infrequently, you may access data from a public database or a collaborator might share a text-based formatted data set with you and the first thing that you are going to want to do is figure out what information is contained in the data set.

    Consider this

    You know that this data set is the result from a long-lining survey and you’re now basically an expert in formatting data - what information do you expect to find in this data set? How would you expect it to be formatted if this is a ‘tidy data set’.

    Give it a whirl

    There are several functions that you can use for a preliminary inspection of your data, including figuring out what dimensions it has and what information is contained in your data set.

    Call the following functions on your object and describe what each function does, what information you can learn about your data set from executing them, and when these could be helpful.

    • dim(), nrow(), ncol()
    • str(), summary()
    • head(), tail()
    • colnames(), rownames()
    • View()

    6.3 Subsetting your dataframe

    Similar to the way we were able to subset vectors, we can do the same things with our data.frames using rows and columns as our “coordinates” in the format data_frame[row_index, column_index].

    6.3.1 Using coordinates

    So for example we can extract the first row and column from our catch object as

    catch[1, 1]
    # A tibble: 1 × 1
      Site       
      <chr>      
    1 Aransas_Bay
    Give it a whirl

    How would you extract the 5th column from the third row?

    You can select multiple rows or columns by specifying them using a vector.

    catch[c(1, 20, 40), c(2, 5)]
    # A tibble: 3 × 2
      Species         PCL
      <chr>         <dbl>
    1 Bagre_marinus    NA
    2 Bagre_marinus    NA
    3 Bagre_marinus    NA

    You can also select a set of adjacent rows (columns) using : as so

    catch[500:505, 2:5]
    # A tibble: 6 × 4
      Species       Sex   Observed_Stage   PCL
      <chr>         <chr> <chr>          <dbl>
    1 Bagre_marinus U     <NA>              NA
    2 Bagre_marinus U     <NA>              NA
    3 Bagre_marinus U     <NA>              NA
    4 Bagre_marinus U     <NA>              NA
    5 Bagre_marinus U     <NA>              NA
    6 Bagre_marinus U     <NA>              NA

    You can exclude indices using -

    catch[1:5, -1]
    # A tibble: 5 × 11
      Species     Sex   Observed_Stage   PCL    FL   STL Hook_Size   Set   Day Month
      <chr>       <chr> <chr>          <dbl> <dbl> <dbl>     <dbl> <dbl> <dbl> <dbl>
    1 Bagre_mari… U     <NA>              NA   287   353        10     1    28     7
    2 Bagre_mari… U     <NA>              NA   425   495        10     1    28     7
    3 Bagre_mari… U     <NA>              NA   416   502        15     1    28     7
    4 Bagre_mari… U     <NA>              NA   416   507        10     1    28     7
    5 Bagre_mari… U     <NA>              NA   418   510        15     1    28     7
    # ℹ 1 more variable: Year <dbl>

    You can select all columns of a given row by leaving the column index blank; for example if we want to extract the first row.

    catch[1, ]
    # A tibble: 1 × 12
      Site      Species Sex   Observed_Stage   PCL    FL   STL Hook_Size   Set   Day
      <chr>     <chr>   <chr> <chr>          <dbl> <dbl> <dbl>     <dbl> <dbl> <dbl>
    1 Aransas_… Bagre_… U     <NA>              NA   287   353        10     1    28
    # ℹ 2 more variables: Month <dbl>, Year <dbl>
    Give it a whirl

    How would you extract the entire 5th column?

    There are quite a few ways to do this:

    • you can use indices by number (as we have done up until this point)
    • instead of index numbers you can use the column name

    Here are two options using indices:

    catch[, 1]
    # A tibble: 2,325 × 1
       Site       
       <chr>      
     1 Aransas_Bay
     2 Aransas_Bay
     3 Aransas_Bay
     4 Aransas_Bay
     5 Aransas_Bay
     6 Aransas_Bay
     7 Aransas_Bay
     8 Aransas_Bay
     9 Aransas_Bay
    10 Aransas_Bay
    # ℹ 2,315 more rows
    catch[1]
    # A tibble: 2,325 × 1
       Site       
       <chr>      
     1 Aransas_Bay
     2 Aransas_Bay
     3 Aransas_Bay
     4 Aransas_Bay
     5 Aransas_Bay
     6 Aransas_Bay
     7 Aransas_Bay
     8 Aransas_Bay
     9 Aransas_Bay
    10 Aransas_Bay
    # ℹ 2,315 more rows

    Instead of using indices you can also call their column names directly - both of these options will return a data.frame.

    catch["Site"]
    # A tibble: 2,325 × 1
       Site       
       <chr>      
     1 Aransas_Bay
     2 Aransas_Bay
     3 Aransas_Bay
     4 Aransas_Bay
     5 Aransas_Bay
     6 Aransas_Bay
     7 Aransas_Bay
     8 Aransas_Bay
     9 Aransas_Bay
    10 Aransas_Bay
    # ℹ 2,315 more rows
    catch[, "Site"]
    # A tibble: 2,325 × 1
       Site       
       <chr>      
     1 Aransas_Bay
     2 Aransas_Bay
     3 Aransas_Bay
     4 Aransas_Bay
     5 Aransas_Bay
     6 Aransas_Bay
     7 Aransas_Bay
     8 Aransas_Bay
     9 Aransas_Bay
    10 Aransas_Bay
    # ℹ 2,315 more rows

    6.3.2 Extracting columns as vectors

    Using [] will always return a subset of your dataframe as a data frame. Occassionally, we might want to extract the column as a vector. You can do this using square brackets [[]] or $.

    catch[["Site"]]
       [1] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
       [4] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
       [7] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [10] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [13] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [16] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [19] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [22] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [25] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [28] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [31] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [34] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [37] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [40] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [43] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [46] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [49] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [52] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [55] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [58] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [61] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [64] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [67] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [70] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [73] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [76] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [79] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [82] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [85] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [88] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [91] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
      [94] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
      [97] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [100] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [103] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [106] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [109] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [112] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [115] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [118] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [121] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [124] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [127] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [130] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [133] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [136] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [139] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
     [142] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [145] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [148] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
     [151] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [154] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [157] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [160] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [163] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [166] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [169] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [172] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [175] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [178] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [181] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [184] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [187] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [190] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [193] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [196] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [199] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [202] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [205] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [208] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [211] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [214] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [217] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [220] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [223] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [226] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [229] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [232] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [235] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [238] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [241] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [244] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [247] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [250] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
     [253] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [256] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [259] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [262] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [265] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [268] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [271] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [274] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [277] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [280] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [283] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [286] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [289] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [292] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [295] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [298] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [301] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [304] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [307] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [310] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [313] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [316] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [319] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [322] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [325] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [328] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [331] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [334] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [337] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [340] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [343] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [346] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [349] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [352] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [355] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [358] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [361] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [364] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [367] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [370] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [373] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [376] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [379] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [382] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [385] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [388] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [391] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [394] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [397] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [400] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [403] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [406] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [409] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [412] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
     [415] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [418] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [421] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [424] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [427] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [430] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [433] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [436] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [439] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [442] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [445] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [448] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [451] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [454] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [457] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [460] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [463] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [466] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [469] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [472] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [475] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [478] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [481] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [484] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [487] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [490] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [493] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [496] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [499] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [502] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [505] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [508] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [511] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [514] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [517] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [520] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [523] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [526] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [529] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [532] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
     [535] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [538] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
     [541] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [544] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [547] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [550] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [553] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [556] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [559] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [562] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [565] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [568] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [571] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [574] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [577] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [580] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [583] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [586] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [589] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [592] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [595] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [598] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [601] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [604] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [607] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [610] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [613] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [616] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [619] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [622] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [625] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [628] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [631] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [634] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [637] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
     [640] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [643] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [646] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [649] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [652] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [655] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [658] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [661] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [664] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [667] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [670] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [673] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [676] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [679] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [682] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [685] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [688] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [691] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [694] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [697] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [700] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [703] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [706] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [709] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [712] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [715] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [718] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [721] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [724] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [727] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [730] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [733] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [736] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [739] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [742] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [745] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [748] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [751] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [754] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [757] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [760] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [763] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [766] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [769] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [772] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [775] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
     [778] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [781] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [784] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [787] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [790] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [793] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [796] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [799] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [802] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [805] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [808] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
     [811] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [814] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [817] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [820] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [823] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
     [826] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [829] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [832] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
     [835] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [838] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [841] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [844] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [847] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [850] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [853] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [856] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [859] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [862] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [865] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [868] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [871] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [874] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [877] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [880] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [883] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [886] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [889] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [892] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
     [895] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [898] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [901] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [904] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [907] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [910] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [913] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [916] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [919] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [922] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [925] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [928] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [931] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [934] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [937] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [940] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [943] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [946] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [949] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [952] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [955] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [958] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [961] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [964] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [967] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [970] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [973] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [976] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
     [979] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [982] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [985] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [988] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [991] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [994] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
     [997] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1000] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1003] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1006] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1009] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1012] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1015] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1018] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1021] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1024] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1027] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1030] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1033] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1036] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1039] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1042] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1045] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1048] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1051] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1054] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1057] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1060] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1063] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1066] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1069] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1072] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1075] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1078] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1081] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1084] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1087] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1090] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1093] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
    [1096] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1099] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1102] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1105] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1108] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1111] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1114] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1117] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1120] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1123] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1126] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1129] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1132] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1135] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1138] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1141] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1144] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1147] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1150] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1153] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1156] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1159] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1162] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1165] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1168] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1171] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1174] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1177] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1180] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1183] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1186] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1189] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1192] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1195] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1198] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1201] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1204] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1207] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1210] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1213] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1216] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1219] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1222] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1225] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1228] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1231] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1234] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1237] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1240] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1243] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1246] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1249] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1252] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1255] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1258] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1261] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1264] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1267] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1270] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1273] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1276] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1279] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1282] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1285] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1288] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1291] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1294] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1297] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1300] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1303] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1306] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1309] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1312] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1315] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1318] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1321] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1324] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1327] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1330] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1333] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1336] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1339] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1342] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1345] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1348] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1351] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1354] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1357] "Aransas_Bay"        "Aransas_Bay"        "Corpus_Christi_Bay"
    [1360] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1363] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1366] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1369] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1372] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1375] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
    [1378] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1381] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1384] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1387] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1390] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1393] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1396] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1399] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1402] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1405] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1408] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1411] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1414] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1417] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1420] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1423] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1426] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1429] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1432] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1435] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1438] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1441] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1444] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1447] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1450] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1453] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1456] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1459] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1462] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1465] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1468] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1471] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1474] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1477] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1480] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
    [1483] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1486] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1489] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1492] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1495] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1498] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1501] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1504] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1507] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1510] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1513] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1516] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1519] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1522] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
    [1525] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1528] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1531] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1534] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1537] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1540] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1543] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1546] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1549] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1552] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1555] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1558] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1561] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1564] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
    [1567] "Redfish_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1570] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1573] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1576] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1579] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
    [1582] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1585] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1588] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
    [1591] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1594] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
    [1597] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1600] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1603] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1606] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
    [1609] "Aransas_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
    [1612] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1615] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1618] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1621] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
    [1624] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1627] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1630] "Redfish_Bay"        "Corpus_Christi_Bay" "Aransas_Bay"       
    [1633] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
    [1636] "Aransas_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
    [1639] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1642] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1645] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1648] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1651] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1654] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1657] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1660] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1663] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
    [1666] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1669] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1672] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1675] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1678] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1681] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1684] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1687] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1690] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1693] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1696] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1699] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1702] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1705] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1708] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1711] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1714] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1717] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1720] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1723] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1726] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1729] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1732] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1735] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1738] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1741] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1744] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1747] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1750] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1753] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
    [1756] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1759] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1762] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1765] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1768] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1771] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1774] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
    [1777] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1780] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1783] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1786] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1789] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1792] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1795] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1798] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1801] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1804] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1807] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1810] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1813] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1816] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1819] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1822] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1825] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1828] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1831] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1834] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1837] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1840] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1843] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
    [1846] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1849] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1852] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1855] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1858] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1861] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1864] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1867] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1870] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1873] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1876] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
    [1879] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1882] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1885] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1888] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1891] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1894] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1897] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1900] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1903] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1906] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1909] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1912] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1915] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1918] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1921] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1924] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
    [1927] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1930] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1933] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1936] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1939] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1942] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1945] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1948] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1951] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1954] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1957] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
    [1960] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1963] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1966] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1969] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1972] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
    [1975] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1978] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1981] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1984] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1987] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1990] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1993] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1996] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1999] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2002] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2005] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2008] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2011] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2014] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2017] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2020] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2023] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2026] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2029] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2032] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [2035] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2038] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2041] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2044] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2047] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2050] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2053] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2056] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2059] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2062] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2065] "Aransas_Bay"        "Aransas_Bay"        "Corpus_Christi_Bay"
    [2068] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2071] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
    [2074] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2077] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2080] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2083] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2086] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2089] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2092] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2095] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2098] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2101] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2104] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2107] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2110] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2113] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2116] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2119] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
    [2122] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2125] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2128] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2131] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
    [2134] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2137] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2140] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [2143] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2146] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2149] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2152] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
    [2155] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2158] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2161] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2164] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2167] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2170] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2173] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2176] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2179] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2182] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2185] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
    [2188] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2191] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2194] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2197] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2200] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2203] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2206] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2209] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2212] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2215] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2218] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2221] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2224] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2227] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
    [2230] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2233] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2236] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2239] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2242] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2245] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2248] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2251] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2254] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2257] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2260] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2263] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2266] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2269] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2272] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2275] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2278] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
    [2281] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2284] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2287] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2290] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2293] "Aransas_Bay"        "Aransas_Bay"        "Corpus_Christi_Bay"
    [2296] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2299] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2302] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2305] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2308] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2311] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
    [2314] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
    [2317] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2320] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2323] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    catch$Site
       [1] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
       [4] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
       [7] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [10] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [13] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [16] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [19] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [22] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [25] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [28] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [31] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [34] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [37] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
      [40] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [43] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [46] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [49] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [52] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [55] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [58] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [61] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [64] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [67] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [70] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [73] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [76] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [79] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [82] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [85] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [88] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
      [91] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
      [94] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
      [97] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [100] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [103] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [106] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [109] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [112] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [115] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [118] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [121] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [124] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [127] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [130] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [133] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [136] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [139] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
     [142] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [145] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [148] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
     [151] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [154] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [157] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [160] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [163] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [166] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [169] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [172] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [175] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [178] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [181] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [184] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [187] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [190] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [193] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [196] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [199] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [202] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [205] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [208] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [211] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [214] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [217] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [220] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [223] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [226] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [229] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [232] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [235] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [238] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [241] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [244] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [247] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [250] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
     [253] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [256] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [259] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [262] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [265] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [268] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [271] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [274] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [277] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [280] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [283] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [286] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [289] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [292] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [295] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [298] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [301] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [304] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [307] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [310] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [313] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [316] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [319] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [322] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [325] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [328] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [331] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [334] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [337] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [340] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [343] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [346] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [349] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [352] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [355] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [358] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [361] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [364] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [367] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [370] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [373] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [376] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [379] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [382] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [385] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [388] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [391] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [394] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [397] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [400] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [403] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [406] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [409] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [412] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
     [415] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [418] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [421] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [424] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [427] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [430] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [433] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [436] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [439] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [442] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [445] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [448] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [451] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [454] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [457] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [460] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [463] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [466] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [469] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [472] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [475] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [478] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [481] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [484] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [487] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [490] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [493] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [496] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [499] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [502] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [505] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [508] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [511] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [514] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [517] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [520] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [523] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [526] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [529] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [532] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
     [535] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [538] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
     [541] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [544] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [547] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [550] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [553] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [556] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [559] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [562] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [565] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [568] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [571] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [574] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [577] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [580] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [583] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [586] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [589] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [592] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [595] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [598] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [601] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [604] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [607] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [610] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [613] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [616] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [619] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [622] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [625] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [628] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [631] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [634] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [637] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
     [640] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [643] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [646] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [649] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [652] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [655] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [658] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [661] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [664] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [667] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [670] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [673] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [676] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [679] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [682] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [685] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [688] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [691] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [694] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [697] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [700] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [703] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [706] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [709] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [712] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [715] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [718] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [721] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [724] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [727] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [730] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [733] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [736] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [739] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [742] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [745] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [748] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [751] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [754] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [757] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [760] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [763] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [766] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [769] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [772] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [775] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
     [778] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [781] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [784] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [787] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [790] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [793] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [796] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [799] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [802] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [805] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [808] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
     [811] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [814] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [817] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [820] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [823] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
     [826] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [829] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [832] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
     [835] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [838] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [841] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [844] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [847] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [850] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [853] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [856] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [859] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [862] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [865] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [868] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [871] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [874] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [877] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [880] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [883] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [886] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [889] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [892] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
     [895] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [898] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [901] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [904] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [907] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [910] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [913] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [916] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [919] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [922] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [925] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [928] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [931] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [934] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [937] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [940] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [943] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [946] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [949] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
     [952] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [955] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [958] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [961] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [964] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [967] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [970] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [973] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
     [976] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
     [979] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [982] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [985] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [988] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [991] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
     [994] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
     [997] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1000] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1003] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1006] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1009] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1012] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1015] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1018] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1021] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1024] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1027] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1030] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1033] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1036] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1039] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1042] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1045] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1048] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1051] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1054] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1057] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1060] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1063] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1066] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1069] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1072] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1075] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1078] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1081] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1084] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1087] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1090] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1093] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
    [1096] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1099] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1102] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1105] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1108] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1111] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1114] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1117] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1120] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1123] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1126] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1129] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1132] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1135] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1138] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1141] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1144] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1147] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1150] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1153] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1156] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1159] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1162] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1165] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1168] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1171] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1174] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1177] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1180] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1183] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1186] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1189] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1192] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1195] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1198] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1201] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1204] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1207] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1210] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1213] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1216] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1219] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1222] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1225] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1228] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1231] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1234] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1237] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1240] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1243] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1246] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1249] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1252] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1255] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1258] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1261] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1264] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1267] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1270] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1273] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1276] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1279] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1282] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1285] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1288] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1291] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1294] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1297] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1300] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1303] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1306] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1309] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1312] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1315] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1318] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1321] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1324] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1327] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1330] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1333] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1336] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1339] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1342] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1345] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1348] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1351] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1354] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1357] "Aransas_Bay"        "Aransas_Bay"        "Corpus_Christi_Bay"
    [1360] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1363] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1366] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1369] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1372] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1375] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
    [1378] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1381] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1384] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1387] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1390] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1393] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1396] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1399] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1402] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1405] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1408] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1411] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1414] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1417] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1420] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1423] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1426] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1429] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1432] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1435] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1438] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1441] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1444] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1447] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1450] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1453] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1456] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1459] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1462] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1465] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1468] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1471] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1474] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1477] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1480] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
    [1483] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1486] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1489] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1492] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1495] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1498] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1501] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1504] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1507] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1510] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1513] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1516] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1519] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1522] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
    [1525] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1528] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1531] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1534] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1537] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1540] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1543] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1546] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1549] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1552] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1555] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1558] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1561] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1564] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
    [1567] "Redfish_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1570] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1573] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1576] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1579] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
    [1582] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1585] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1588] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
    [1591] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1594] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
    [1597] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1600] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1603] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1606] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
    [1609] "Aransas_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
    [1612] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1615] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1618] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1621] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
    [1624] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1627] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1630] "Redfish_Bay"        "Corpus_Christi_Bay" "Aransas_Bay"       
    [1633] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
    [1636] "Aransas_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
    [1639] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1642] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1645] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1648] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1651] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1654] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1657] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1660] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1663] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
    [1666] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1669] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1672] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1675] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1678] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1681] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1684] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1687] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1690] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1693] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1696] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1699] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1702] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1705] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1708] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1711] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1714] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1717] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1720] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1723] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1726] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1729] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1732] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1735] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1738] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1741] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1744] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1747] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1750] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1753] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
    [1756] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1759] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1762] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1765] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1768] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1771] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1774] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
    [1777] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1780] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1783] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1786] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1789] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1792] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1795] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1798] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1801] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1804] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1807] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1810] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1813] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1816] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1819] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1822] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1825] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1828] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1831] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1834] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1837] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1840] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1843] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
    [1846] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1849] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1852] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1855] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1858] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1861] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1864] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1867] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1870] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1873] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1876] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
    [1879] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1882] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1885] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1888] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1891] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1894] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [1897] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1900] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1903] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1906] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1909] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1912] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1915] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1918] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1921] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1924] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
    [1927] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1930] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1933] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1936] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1939] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [1942] "Aransas_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1945] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1948] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1951] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1954] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1957] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
    [1960] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1963] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1966] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1969] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [1972] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
    [1975] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1978] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1981] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1984] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1987] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1990] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1993] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1996] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [1999] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2002] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2005] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2008] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2011] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2014] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2017] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2020] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2023] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2026] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2029] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2032] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [2035] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2038] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2041] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2044] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2047] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2050] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2053] "Redfish_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2056] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2059] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2062] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2065] "Aransas_Bay"        "Aransas_Bay"        "Corpus_Christi_Bay"
    [2068] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2071] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
    [2074] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2077] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2080] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2083] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2086] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2089] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2092] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2095] "Aransas_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2098] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2101] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2104] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2107] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2110] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2113] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2116] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2119] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Redfish_Bay"       
    [2122] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2125] "Redfish_Bay"        "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2128] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2131] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
    [2134] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2137] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2140] "Aransas_Bay"        "Aransas_Bay"        "Redfish_Bay"       
    [2143] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2146] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2149] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2152] "Redfish_Bay"        "Redfish_Bay"        "Corpus_Christi_Bay"
    [2155] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2158] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2161] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2164] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2167] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2170] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2173] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2176] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2179] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2182] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2185] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Aransas_Bay"       
    [2188] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2191] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2194] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2197] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2200] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2203] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2206] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2209] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2212] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2215] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2218] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2221] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2224] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2227] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
    [2230] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2233] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2236] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2239] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2242] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2245] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2248] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2251] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2254] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2257] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2260] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2263] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2266] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2269] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2272] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2275] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2278] "Corpus_Christi_Bay" "Aransas_Bay"        "Aransas_Bay"       
    [2281] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2284] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2287] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2290] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2293] "Aransas_Bay"        "Aransas_Bay"        "Corpus_Christi_Bay"
    [2296] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2299] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2302] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2305] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2308] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    [2311] "Corpus_Christi_Bay" "Redfish_Bay"        "Redfish_Bay"       
    [2314] "Redfish_Bay"        "Redfish_Bay"        "Aransas_Bay"       
    [2317] "Aransas_Bay"        "Aransas_Bay"        "Aransas_Bay"       
    [2320] "Redfish_Bay"        "Redfish_Bay"        "Redfish_Bay"       
    [2323] "Corpus_Christi_Bay" "Corpus_Christi_Bay" "Corpus_Christi_Bay"
    Give it a whirl

    Create a vector of all the species in the data set called species.

    If you call the vector by typing its name (species) in the console you will notice that it repeats the species names.

    Give it a whirl

    Execute the following code chunk and describe what this function does:

    unique(species)

    Using indices might seem a little bit clunky, e.g. you have to know which column and row is which by position but it has its practical applications and is computationally very fast. For most of our data wrangling we will be using functions from the tidyverse packages dplyr and tidyr which work a little bit more intuitively.

    6.4 Write data.frame to file

    Frequently, we will process raw data sets and then need to write intermediate or final results to file, for example to share them with collaborators. Here, the readr packages comes in handy.

    Give it a whirl

    Create a subset of our data set consisting of the first 100 rows and containing information on the species, sex and fork length. Then use the help page for the function write_delim() to figure out how to write out a tab-delimited file into your data folder.